Annika Todd

Principal Scientific Engineering Associate

Assistant Leader, Electricity Markets & Policy Group

Energy Analysis & Environmental Impacts Division

Lawrence Berkeley National Laboratory
90R4000
1 Cyclotron Road, Berkeley, CA 94720 USA
Office Location: 090-4126F

Annika Todd

Publications

2017

Kim, Taehoon, Dongeun Lee, Jaesik Choi, C. Anna Spurlock, Alex Sim, Annika Todd, and Kesheng Wu. "Predicting Baseline for Analysis of Electricity Pricing." International Journal of Big Data Intelligence (IJBDI) Vol. 5.No. 1/2, 2018 (2017) 3-20.
Jin, Ling, Doris Lee, Alex Sim, Sam Borgeson, Kesheng Wu, C. Anna Spurlock, and Annika Todd. "Comparison of Clustering Techniques for Residential Energy Behavior using Smart Meter Data." AAAI Workshops - Artificial Intelligence for Smart Grids and Buildings, March 2017. San Francisco, CA , 2017.
Lazar, Alina, Ling Jin, C. Anna Spurlock, Annika Todd, Kesheng Wu, and Alex Sim. "Data quality challenges with missing values and mixed types in joint sequence analysis." 2017 IEEE International Conference on Big Data (Big Data)2017 IEEE International Conference on Big Data (Big Data). Boston, MA, USA: IEEE, 2017.

2016

Schiller, Steven R, C. Anna Spurlock, Annika Todd, and Bill Saxonis. "Evaluation of Residential Behavior-Based Programs." Energy Efficiency EM&V Webinar Series 2016.

2015

Pages